The kanji 高 — “tall; expensive”

How to remember 高

A tall tower — windows on each floor, a roof at the top. Tall things also tend to be expensive, so 高い means both 'tall' and 'expensive'. Look at Tokyo's rents and you'll grasp both meanings at once.